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Automation Risk Analysis

Will “Knowledge Management Application Developer” be Automated?

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AI Exposure Risk

58%

“Knowledge Management Application Developer” will maybe be replaced by AI.

Based on the cognitive demands, communication requirements, and logical reasoning intrinsic to this occupation according to O*NET data, we project a 58% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

27%

“Knowledge Management Application Developer” will almost certainly not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 27% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Software Developers, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Research, design, and develop computer and network software or specialized utility programs. Analyze user needs and develop software solutions, applying principles and techniques of computer science, engineering, and mathematical analysis. Update software or enhance existing software capabilities. May work with computer hardware engineers to integrate hardware and software systems, and develop specifications and performance requirements. May maintain databases within an application area, working individually or coordinating database development as part of a team.

Avg. Annual Salary $144,570
Avg. Hourly Wage $69.50
Available Jobs (US) 1,654,440
Job Title & Hierarchy Code (SOC) Software Developers #15-1252
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Software Developers”

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Core Skills & Abilities

  • Confer with data processing or project managers to obtain information on limitations or capabilities for data processing projects.

  • Confer with systems analysts, engineers, programmers and others to design systems and to obtain information on project limitations and capabilities, performance requirements and interfaces.

  • Prepare reports or correspondence concerning project specifications, activities, or status.

  • Modify existing software to correct errors, adapt it to new hardware, or upgrade interfaces and improve performance.

  • Supervise the work of programmers, technologists and technicians and other engineering and scientific personnel.

  • Design, develop and modify software systems, using scientific analysis and mathematical models to predict and measure outcomes and consequences of design.

  • Supervise and assign work to programmers, designers, technologists, technicians, or other engineering or scientific personnel.

  • Obtain and evaluate information on factors such as reporting formats required, costs, or security needs to determine hardware configuration.

  • Analyze information to determine, recommend, and plan installation of a new system or modification of an existing system.

  • Consult with customers or other departments on project status, proposals, or technical issues, such as software system design or maintenance.

  • Coordinate installation of software system.

  • Monitor functioning of equipment to ensure system operates in conformance with specifications.

  • Train users to use new or modified equipment.

  • Develop or direct software system testing or validation procedures, programming, or documentation.

  • Determine system performance standards.

  • Store, retrieve, and manipulate data for analysis of system capabilities and requirements.

  • Analyze user needs and software requirements to determine feasibility of design within time and cost constraints.

Technologies & Software

  • Distributed database management software
  • Distributed component object model DCOM software
  • Computer On-line Real-time Applications Language CORAL 66
  • Advanced business application programming ABAP
  • SAP Crystal Reports
  • Perforce Helix software
  • Oberon
  • Simulation program with integrated circuit emphasis SPICE
  • Spring Framework
  • Microsoft Dynamics GP
  • GroupMe
  • ADO.NET
  • Migration software
  • Screencastify
  • SAS
  • LexisNexis
  • Objective C
  • LogMeIn GoToWebinar
  • React Native
  • Voice over internet protocol VoIP system software
  • Grok (xAI)
  • Eclipse Jersey
  • Interoperability testing software
  • IBM Terraform
  • Enterprise resource planning ERP software
  • JavaScript framework software
  • IBM InfoSphere DataStage
  • Microservices Architecture
  • Google Meet
  • Data manipulation language DML
  • Microsoft ESP SDK
  • Oracle JD Edwards EnterpriseOne
  • Microsoft Word
  • Google Sites
  • Oracle PL/SQL
  • Operating system software
  • Atlassian Bamboo
  • Microsoft Visual C# .NET
  • Data definition language DDL
  • Evernote
  • Adobe Flex
  • Snowflake
  • RESTful API
  • IBM Power Systems software
  • Blackbaud The Raiser's Edge
  • Amazon Simple Storage Service S3
  • IBM DB2
  • Oracle Reports
  • Amazon CodeWhisperer
  • Source code editor software
  • Load testing software
  • Microsoft Azure software
  • Microsoft OneNote
  • Common business oriented language COBOL
  • IBM z/OS operating systems
  • Google Antigravity
  • Microsoft Azure DevOps Services
  • PostgreSQL
  • Gemini (Google)
  • Interface definition language IDL
  • JamBoard
  • Regression testing software
  • Structured query language SQL
  • Stress testing software
  • Microsoft SQL Server Reporting Services SSRS
  • Atlassian Confluence
  • Microsoft .NET Framework
  • Social media sites
  • Oracle Fusion Middleware
  • Deployment software
  • Pascal
  • Backup and archival software
  • JavaScript
  • File server software
  • Oracle Eloqua
  • Object Management Group Object Request Broker
  • NetSuite ERP
  • Zoom
  • Oracle Cloud software
  • Common Lisp Object System CLOS
  • Oracle PeopleSoft Financials
  • Sun Microsystems Java Persistence API
  • The MathWorks MATLAB
  • Microsoft Internet Information Services (IIS)
  • A programming language APL
  • Oracle JDBC
  • Oracle Hyperion
  • Loom
  • Microsoft Visual Basic for Applications VBA
  • Smalltalk
  • Oracle JavaServer Pages JSP
  • Simple API for XML SAX
  • Microsoft PowerShell
  • Microsoft ASP.NET
  • Airtable
  • AWK
  • ServiceNow
  • Emerald Software Group Emerald Green Office
  • Apache Ant
  • Web server software
  • Kubernetes
  • Hewlett Packard HP-UX
  • Bolt.new
  • Extensible stylesheet language transformations XSLT
  • React
  • UNIX Shell
  • Hypertext markup language HTML
  • IBM Rational PurifyPlus
  • ICON programming language
  • Ruby on Rails
  • Cisco Webex
  • Microsoft Windows Server
  • Component-based Scalable Logical Architecture CSLA
  • String oriented symbolic language SNOBOL
  • Apache Spark
  • GraphQL
  • Apache Maven
  • Static analysis software
  • KornShell
  • Alteryx software
  • Tableau
  • Ubuntu
  • Ruby
  • Wireshark
  • ESRI ArcGIS software
  • Microsoft Access
  • Atlassian Bitbucket
  • SAP software
  • Red Hat WildFly
  • Google Docs
  • Salesforce Visualforce
  • RabbitMQ
  • Embarcadero Delphi
  • Apache Tomcat
  • Red Hat Enterprise Linux
  • Apache Oozie
  • Oracle Solaris
  • Cascading style sheets CSS
  • Microsoft Visual Studio
  • Ext JS
  • v0 by Vercel
  • Bigloo Scheme
  • B-Method
  • Structured Query Report SQR
  • Apache Solr
  • Scala
  • Python
  • Canu
  • Salesforce software
  • Figma
  • Apache Hive
  • Tabnine
  • GitLab
  • Nagios
  • Microsoft Visual Basic
  • Integrated development environment IDE software
  • Google Cloud software
  • Enterprise JavaBeans
  • Modula
  • Mistral AI (chat/models)
  • Ada
  • Delphi Technology
  • PHP
  • MUMPS M
  • Workday software
  • Microsoft Project
  • Quest Erwin Data Modeler
  • SmugMug Flickr
  • GitHub Copilot
  • VMware
  • Kimi (Moonshot AI)
  • SAP Business Objects
  • Test implementation software
  • Bash
  • Linux
  • LinkedIn
  • Call-processing language CPL
  • Apache HBase
  • Oracle Java Message Service JMS
  • Virtual private networking VPN software
  • Microsoft Exchange
  • Visible Razor
  • IBM Cognos Impromptu
  • Atlassian JIRA
  • SAP ERP
  • Adobe ActionScript
  • Elasticsearch
  • Patch management software
  • Apple macOS
  • Informatica software
  • LibreOffice
  • IBM Domino
  • Jupyter Notebook
  • Amazon Redshift
  • Vue.js
  • Objective Caml
  • LAMP Stack
  • MathWorks Simulink
  • IBM Middleware
  • Devin (Cognition AI)
  • 3M Post-it App
  • Jenkins CI
  • Microsoft Teams
  • Gambit Scheme
  • Unified modeling language UML
  • Firewall software
  • Oracle Business Intelligence Discoverer
  • SAP Business Intelligence
  • Requirements management software
  • Graphical user interface GUI design software
  • Qwen (Alibaba)
  • Minitab
  • Data analysis software
  • Chef
  • System testing software
  • IBM AIX
  • American National Standards Institute ANSI C
  • Microsoft SharePoint
  • IBM Rational ClearQuest
  • Amazon Kinesis
  • Eclipse IDE
  • Eiffel
  • IBM Rational RequisitePro
  • Apache HTTP Server
  • Document Object Model DOM Scripting
  • Apache Airflow
  • Xcode
  • LogMeIn GoToMeeting
  • GitHub
  • Microsoft Team Foundation Server
  • FaceTime
  • Defect tracking software
  • MicroStrategy
  • Microsoft Windows
  • Usability testing software
  • MuleSoft software
  • Storage area network SAN software
  • Restructured extended executor REXX
  • SonarQube
  • IBM WebSphere
  • Transact-SQL
  • Talend Data Fabric
  • Oracle Primavera Enterprise Project Portfolio Management
  • StataCorp Stata
  • Claude (Anthropic)
  • Customer information control system CICS
  • SAP PowerBuilder
  • Citrix cloud computing software
  • Blackboard software
  • Apache Pig
  • Perplexity AI
  • Marketo Marketing Automation
  • Oracle Fusion Applications
  • React Redux
  • National Instruments LabVIEW
  • Adobe InDesign
  • Microsoft Power BI
  • Software distribution management software
  • Cursor AI
  • ABC Compiler
  • Functional testing software
  • Microsoft Dynamics
  • Apache Struts
  • Ansible software
  • Slack
  • NoSQL
  • MySQL
  • Wind River VxWorks
  • Redis
  • Google Android
  • IBM Rational Rose XDE
  • Test design software
  • Drupal
  • Oracle SQL Developer
  • Single sign-on SSO
  • Allaire ColdFusion
  • Collaborative Application Markup Language CAML
  • Apache Flume
  • XML Path Language XPATH
  • Perl
  • Skype
  • R
  • Oracle Database
  • Adobe Photoshop
  • Web application software
  • QNX
  • OpenAI ChatGPT
  • Embedded systems development software
  • Symantec Visual Cafe
  • YouTube
  • Qlik Tech QlikView
  • Lovable.dev
  • Teradata Database
  • IBM SPSS Statistics
  • Oracle Java 2 Platform Enterprise Edition J2EE
  • Talend Big Data Integration
  • Extensible hypertext markup language XHTML
  • FileMaker Pro
  • Microsoft ActiveX
  • Flipgrid
  • Prolog
  • Bootstrap
  • Microsoft Visio
  • Integration testing software
  • Veritas NetBackup
  • Microsoft transact-structural query language T-SQL
  • TensorFlow
  • Verilog
  • Programming language one PL/I
  • Amazon DynamoDB
  • C++
  • C
  • Dynamic hypertext markup language DHTML
  • Platform as a service PaaS
  • Git
  • Mutation testing software
  • Red Hat Ansible Engine
  • Google Sheets
  • Apache Hadoop
  • Microsoft SQL Server
  • Nova (Amazon)
  • Haskell
  • Migration testing software
  • PyTorch
  • GNU Image Manipulation Program GIMP
  • Hibernate ORM
  • Relational database management software
  • Adobe Illustrator
  • Management information systems MIS
  • Apache Avro
  • Gradle
  • Component object model COM software
  • UNIX
  • Interstate connection ICON
  • Microsoft Visual Basic.NET
  • Open Graphics Library OpenGL
  • Automated installation software
  • JUnit
  • Shell script
  • AJAX
  • Google Drive
  • MongoDB
  • ABC: the AspectBench Compiler for AspectJ
  • Embarcadero JBuilder
  • J
  • Swift
  • Microsoft DirectX
  • Adobe After Effects
  • Apple iOS
  • Real time operating system RTOS software
  • McAfee
  • Magellan Firmware
  • Oracle Business Intelligence Suite
  • Spring Boot
  • Apache Cassandra
  • IBM Rational ClearCase
  • Algorithmic language ALGOL
  • Oracle Java
  • Scheme
  • Google Slides
  • Trimble SketchUp Pro
  • IBM WebSphere MQ
  • Job control language JCL
  • Document management system software
  • Amazon Elastic Compute Cloud EC2
  • Apache Kafka
  • Oracle PeopleSoft
  • Software development tools
  • Microsoft Power Automate
  • Enterprise application integration EAI software
  • Docker
  • Encryption software
  • Microsoft Active Server Pages ASP
  • Oracle WebLogic Server
  • Backbone.js
  • Fault testing software
  • Mistral (Mistral AI)
  • Web service definition language WDSL
  • Version control software
  • Amazon Web Services AWS CloudFormation
  • Disk operating system DOS
  • Red Hat OpenShift
  • Dynamic modeling software
  • Node.js
  • Moodle
  • Google Gmail
  • Hewlett Packard LoadRunner
  • Unit testing software
  • Win CE
  • Extensible markup language XML
  • Event-driven State-machines Programming
  • C#
  • Puppet
  • Microsoft Office software
  • List processing language LISP
  • Google Angular
  • Dynamic analysis software
  • Google Analytics
  • Adobe Dreamweaver
  • Forth
  • Graphical user interface GUI builder software
  • Microsoft Active Directory
  • Formula translation/translator FORTRAN
  • Microsoft Excel
  • Cisco IOS
  • Security testing software
  • Oracle Business Intelligence Enterprise Edition
  • DataVision
  • Dropbox
  • Microsoft Visual Basic Scripting Edition VBScript
  • PuTTY
  • Selenium
  • E++ pattern language
  • JFrog Artifactory
  • Computer Associates integrated data management system CA-IDMS
  • Gemini Code Assist
  • Configuration management software
  • Adobe Acrobat
  • Operating system shells
  • Splunk Enterprise
  • Microsoft ASP.NET Core MVC
  • Microsoft Outlook
  • SAP Adaptive Server Enterprise
  • Amazon Web Services AWS software
  • Recovery testing software
  • jQuery
  • Beginner's all-purpose symbolic instruction code BASIC
  • Microsoft PowerPoint
  • Border Gateway Protocol BGP
  • Codeium
  • SAP NetWeaver
  • Blink
  • IEA Software Emerald
  • TypeScript
  • Microsoft SQL Server Integration Services SSIS
  • Apache Groovy
  • IBM Notes
  • Oracle Application Server
  • DeepSeek
  • ChatGPT (OpenAI)
  • Adobe Creative Cloud software
  • Django
  • Go
  • Llama (Meta)
  • Apache Subversion SVN
  • NortonLifeLock cybersecurity software
  • Microsoft Publisher
  • JavaScript Object Notation JSON
  • Kotlin
  • Oracle E-Business Suite Financials
  • WordPress
  • Software libraries
  • In circuit emulators ICE
  • Directory servers
  • Computer servers
  • Notebook computers
  • Multi-core central processing unit CPU
  • Flash disks
  • Mainframe computers
  • Application servers
  • Digital cameras
  • Logic analyzers
  • Graphics processing unit GPU
  • Desktop computers

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